Jérémie Bigot
Jérémie Bigot
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Wavelet estimators in nonparametric regression: a comparative simulation study
A Antoniadis, J Bigot, T Sapatinas
Journal of statistical software 6, 1-83, 2001
Geodesic PCA in the Wasserstein space by convex PCA
J Bigot, R Gouet, T Klein, A López
An analysis of block sampling strategies in compressed sensing
J Bigot, C Boyer, P Weiss
IEEE transactions on information theory 62 (4), 2125-2139, 2016
Compressed sensing with structured sparsity and structured acquisition
C Boyer, J Bigot, P Weiss
Applied and Computational Harmonic Analysis 46 (2), 312-350, 2019
A new statistical test based on the wavelet cross-spectrum to detect time–frequency dependence between non-stationary signals: Application to the analysis of cortico-muscular …
J Bigot, M Longcamp, F Dal Maso, D Amarantini
Neuroimage 55 (4), 1504-1518, 2011
Characterization of barycenters in the Wasserstein space by averaging optimal transport maps
J Bigot, T Klein
ESAIM: Probability and Statistics 22, 35-57, 2018
Consistent estimation of a population barycenter in the Wasserstein space
J Bigot, T Klein
ArXiv e-prints 49, 2012
Poisson inverse problems
A Antoniadis, J Bigot
A deconvolution approach to estimation of a common shape in a shifted curves model
J Bigot, S Gadat
Estimation of translation, rotation, and scaling between noisy images using the Fourier–Mellin transform
J Bigot, F Gamboa, M Vimond
SIAM Journal on Imaging Sciences 2 (2), 614-645, 2009
Geodesic PCA versus log-PCA of histograms in the Wasserstein space
E Cazelles, V Seguy, J Bigot, M Cuturi, N Papadakis
SIAM Journal on Scientific Computing 40 (2), B429-B456, 2018
On the consistency of Fréchet means in deformable models for curve and image analysis
J Bigot, B Charlier
Penalization of barycenters in the Wasserstein space
J Bigot, E Cazelles, N Papadakis
SIAM Journal on Mathematical Analysis 51 (3), 2261-2285, 2019
Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications
J Bigot, E Cazelles, N Papadakis
An algorithm for variable density sampling with block-constrained acquisition
C Boyer, P Weiss, J Bigot
SIAM Journal on Imaging Sciences 7 (2), 1080-1107, 2014
Landmark-based registration of curves via the continuous wavelet transform
J Bigot
Journal of Computational and Graphical Statistics 15 (3), 542-564, 2006
Statistical M-estimation and consistency in large deformable models for image warping
J Bigot, S Gadat, JM Loubes
Journal of Mathematical Imaging and Vision 34, 270-290, 2009
Peaks detection and alignment for mass spectrometry data
A Antoniadis, J Bigot, S Lambert-Lacroix
Journal de la Société Française de Statistique 151 (1), 17-37, 2010
Data-driven regularization of Wasserstein barycenters with an application to multivariate density registration
J Bigot, E Cazelles, N Papadakis
Information and Inference: A Journal of the IMA 8 (4), 719-755, 2019
Upper and lower risk bounds for estimating the Wasserstein barycenter of random measures on the real line
J Bigot, R Gouet, T Klein, A López
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